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Just-in-Time Contextual Advertising Aris Anagnostopoulos, Andrei Z. Broder, Evgeniy Gabrilovich, Vanja Josifovski, Lance Riedel,  CIKM ’07. Advisor: Chia-Hui Chang Presenter: Teng-Kai Fan Date: 2008-08-20
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction ,[object Object],[object Object],[object Object],[object Object]
Introduction  cont. ,[object Object],[object Object],[object Object]
Introduction  cont. ,[object Object],[object Object],[object Object],[object Object]
Contextual Advertising Basic ,[object Object],[object Object],[object Object],[object Object],[object Object]
Overview of Ad display
Advertising Basic  cont. ,[object Object],[object Object],[object Object],[object Object],[object Object]
Overview of the Proposed Solution ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Text Summarization ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Text Classification ,[object Object],[object Object],[object Object]
Choice of Taxonomy ,[object Object],[object Object]
Classification Method ,[object Object],[object Object],[object Object],[object Object]
Classification Method  cont. ,[object Object],[object Object],[object Object],[object Object]
Using Classification Features & Ad Retrieval Function ,[object Object],[object Object]
Dataset ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Evaluation Metrics ,[object Object],[object Object],[object Object],[object Object],[object Object]
bpref-10 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The effect of Focused Page Analysis ,[object Object]
The contribution of individual fragments ,[object Object]
Precision-Recall tradeoff
Incremental Addition of Information
The Effect of Classification
Conclusion ,[object Object],[object Object]

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Just In Time Contextual Advertising